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Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products

Xiao, Tianqi and Arnold, Caroline and Zhao, Daixin and Mou, Lichao and Wickert, Jens and Asgarimehr, Milad (2024) Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, pp. 17860-17875. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2024.3453999. ISSN 1939-1404.

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Official URL: https://dx.doi.org/10.1109/JSTARS.2024.3453999


Item URL in elib:https://elib.dlr.de/208163/
Document Type:Article
Title:Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Xiao, TianqiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Arnold, CarolineUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Zhao, DaixinUNSPECIFIEDhttps://orcid.org/0000-0003-2766-1338UNSPECIFIED
Mou, LichaoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wickert, JensUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Asgarimehr, MiladUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:3 September 2024
Journal or Publication Title:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:17
DOI:10.1109/JSTARS.2024.3453999
Page Range:pp. 17860-17875
Publisher:IEEE - Institute of Electrical and Electronics Engineers
ISSN:1939-1404
Status:Published
Keywords:Wind speed, Oceans, Sea surface, Data models, Global navigation satellite system, Rain, Estimation
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Artificial Intelligence
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > EO Data Science
Deposited By: Zhao, Daixin
Deposited On:11 Nov 2024 10:06
Last Modified:15 Jan 2025 11:50

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